scholarly journals Quantifying Adversarial Sensitivity of a Model as a Function of the Image Distribution

2021 ◽  
Vol 21 (9) ◽  
pp. 2841
Author(s):  
Owen Kunhardt ◽  
Arturo Deza ◽  
Tomaso Poggio
Keyword(s):  
Author(s):  
F. Bitter ◽  
R. Knopp ◽  
R. Ochsenkühn ◽  
P. Hieber ◽  
W. E. Adam ◽  
...  

Author(s):  
Hsuan T. Chang ◽  
Chih-Chung Hsu

This chapter introduces a pioneer concept in which multiple images are simultaneously considered in the compression and secured distribution frameworks. We have proposed the so-called fractal mating coding scheme to successfully implement the joint image compression and encryption concept through a novel design in the domain pool construction. With the exploration of the intra- and inter-image similarity among multiple images, not only the coding performance can be improved, but also the secured image distribution purpose can be achieved. The authors hope that the revealed fractal-based ideas in this chapter will provide a different perspective for the image compression and distribution framework.


2019 ◽  
Vol 30 (9) ◽  
pp. 095007 ◽  
Author(s):  
Yang Yu ◽  
Qingyu Xiong ◽  
Qiude Li ◽  
Chao Wu ◽  
Kai Wang ◽  
...  

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